IEEE Wireless Communications Letters · 2013 · 168 citations · 14 references
EngineeringElectrical EngineeringMobile ComputingMobile SystemsOptimizationChannel CapacityLoad BalancingMobile NetworksNetwork Information TheoryWireless Channel ModelingCell SelectionCellular NetworksFadingHeterogeneous Cellular NetworksHeterogeneous NetworksShadowingShadowing ModelsSmall-scale Fading
Considering both small-scale fading and long-term shadowing, we characterize the downlink rate distribution at a typical user equipment (UE) in a heterogeneous cellular network (HetNet), where shadowing, following any general distribution, impacts cell selection while fading does not. Most prior work either ignores the impact of channel randomness on cell selection or lumps all the sources of randomness into a single variable, with cell selection based on the instantaneous signal strength, which is unrealistic. As an application of the results, we study the impact of shadowing on load balancing in terms of the optimal per-tier selection bias needed for rate maximization.
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